Miscellaneous machine learning capabilities.
Project description
gemseo-mlearning
Overview
gemseo-mlearning is a plugin of the library GEMSEO, dedicated to machine learning.
This package adds new [regression models][gemseo_mlearning.regression] and [optimization algorithms][gemseo_mlearning.algos.opt.smt] based on SMT.
A [package for active learning][gemseo_mlearning.active_learning] is also available, deeply based on the core GEMSEO objects for optimization, as well as a [SurrogateBasedOptimization][gemseo_mlearning.algos.opt.surrogate_based_optimization.SurrogateBasedOptimization] library built on its top. An effort is being made to improve both content and performance in future versions.
Installation
Install the latest version with pip install gemseo-mlearning.
See pip for more information.
Bugs and questions
Please use the gitlab issue tracker to submit bugs or questions.
Contributing
See the contributing section of GEMSEO.
Contributors
- Antoine Dechaume
- Benoît Pauwels
- Clément Laboulfie
- Matthias De Lozzo
Project details
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